age
int64
18
64
bmi
float64
17
55
children
int64
0
8
sex
stringclasses
2 values
smoker
stringclasses
2 values
region
stringclasses
4 values
prediction
float64
-1,545.57
43.6k
52
27.36
0
male
yes
northwest
33,916.229712
45
38.285
0
female
no
northeast
12,538.276063
40
35.3
3
male
no
southwest
10,694.621571
30
43.12
2
female
no
southeast
10,506.176235
19
22.515
0
female
no
northwest
170.280841
31
27.645
2
male
no
northeast
6,185.917304
63
35.09
0
male
yes
southeast
39,061.500932
47
36.63
1
female
yes
southeast
35,912.882644
44
30.69
2
male
no
southeast
9,895.184004
19
33.11
0
female
yes
southeast
27,105.718315
55
27.645
0
male
no
northwest
11,132.099351
37
46.53
3
male
no
southeast
13,861.17887
30
24.4
3
male
yes
southwest
28,101.684553
59
25.46
0
male
no
northwest
11,423.454948
18
35.2
1
male
no
southeast
4,308.824279
47
26.125
1
female
yes
northeast
33,029.589683
44
39.52
0
male
no
northwest
12,308.340641
32
28.93
1
male
yes
southeast
29,444.042715
63
37.7
0
female
yes
southwest
39,807.969127
41
34.2
2
male
no
northwest
10,594.638715
33
35.75
2
male
no
southeast
8,774.139553
34
42.9
1
male
no
southwest
10,864.113164
33
27.455
2
male
no
northwest
6,265.143805
20
26.84
1
female
yes
southeast
25,674.402503
23
36.67
2
female
yes
northeast
30,842.092487
45
39.805
0
male
no
northeast
13,032.065051
25
24.3
3
female
no
southwest
3,150.559604
33
27.455
2
male
no
northwest
6,265.143805
26
22.23
0
female
no
northwest
1,873.039405
41
30.59
2
male
no
northwest
9,377.734602
19
22.515
0
female
no
northwest
170.280841
44
31.35
1
male
yes
northeast
34,001.379457
50
32.11
2
male
no
northeast
12,573.57396
21
26.4
1
female
no
southwest
1,979.993573
36
26.885
0
female
no
northwest
6,011.962293
51
34.2
1
female
no
southwest
12,318.586653
23
32.7
3
male
no
southwest
5,449.593937
22
27.1
0
female
no
southwest
2,047.655282
23
27.36
1
male
no
northwest
3,238.084171
18
26.315
0
female
no
northeast
1,564.934159
35
23.465
2
female
no
northeast
5,823.364952
62
38.095
2
female
no
northeast
17,693.373045
47
45.32
1
female
no
southeast
15,191.088065
30
23.655
3
female
yes
northwest
28,308.264321
43
35.97
3
male
yes
southeast
35,494.464612
57
22.23
0
female
no
northeast
10,209.963612
18
30.14
0
male
no
southeast
2,177.857182
43
30.685
2
female
no
northwest
9,942.301498
19
30.4
0
male
no
southwest
2,370.541894
23
28.12
0
female
no
northwest
3,087.587418
19
20.6
0
female
no
southwest
-914.373424
20
29.6
0
female
no
southwest
2,376.43525
43
27.8
0
male
yes
southwest
31,312.647055
54
47.41
0
female
yes
southeast
40,920.291512
19
33.1
0
male
no
southwest
3,280.691784
59
25.46
0
male
no
northwest
11,423.454948
63
37.7
0
female
yes
southwest
39,807.969127
22
52.58
1
male
yes
southeast
34,846.524511
30
27.93
0
female
no
northeast
5,193.047101
47
38.94
2
male
yes
southeast
37,098.253531
19
27.7
0
male
yes
southwest
25,111.520859
20
33.33
0
male
no
southeast
3,767.133835
60
35.1
0
female
no
southwest
14,509.472519
43
29.9
1
female
no
southwest
8,813.283033
19
25.745
1
female
no
northwest
1,684.368568
20
33
1
male
no
southwest
3,929.237018
25
22.515
1
female
no
northwest
2,137.41386
26
30.875
2
male
no
northwest
5,619.170392
32
33.63
1
male
yes
northeast
31,686.242006
21
36.85
0
male
no
southeast
5,210.675323
32
17.765
2
female
yes
northwest
26,411.461818
36
35.2
1
male
yes
southeast
32,585.515839
45
39.805
0
male
no
northeast
13,032.065051
50
25.6
0
female
no
southwest
8,737.336217
37
30.8
2
female
no
southeast
8,152.025936
29
29.59
1
female
no
southeast
5,263.059518
30
44.22
2
male
no
southeast
10,858.386351
28
23.845
2
female
no
northwest
3,781.952855
27
29.15
0
male
yes
southeast
27,808.045764
62
26.695
0
male
yes
northeast
36,632.49755
47
19.57
1
male
no
northwest
6,779.550131
49
36.85
0
male
no
southeast
12,405.995087
22
23.18
0
female
no
northeast
1,536.051832
43
32.6
2
male
no
southwest
10,130.120015
62
21.4
0
male
no
southwest
10,386.664277
63
35.09
0
male
yes
southeast
39,061.500932
20
33
0
female
no
southeast
3,674.484984
37
46.53
3
male
no
southeast
13,861.17887
49
30.78
1
female
no
northeast
11,461.578068
64
25.6
2
male
no
southwest
13,166.961974
49
29.83
1
male
no
northeast
11,122.748452
25
32.23
1
female
no
southeast
5,125.081032
26
33.915
1
male
no
northwest
6,218.652966
43
35.64
1
female
no
southeast
10,900.129339
35
34.32
3
male
no
southeast
9,231.327399
45
38.285
0
female
no
northeast
12,538.276063
18
41.14
0
male
no
southeast
5,885.875254
42
40.37
2
female
yes
southeast
36,314.009043
29
24.6
2
female
no
southwest
3,854.31141
57
31.825
0
female
no
northwest
13,073.689322